Fingerprinting Interactions between Proteins and Ligands for Facilitating Machine Learning in Drug Discovery

Fingerprinting Interactions between Proteins and Ligands for Facilitating Machine Learning in Drug Discovery

Molecular recognition is fundamental in biology, underpinning intricate processes through specific protein–ligand interactions. This understanding is pivotal in drug discovery, yet traditional experimental methods face limitations in exploring the vast chemical space. Computational approaches, notab...

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Bibliographic Details
Main Authors: Zoe Li, Ruili Huang, Menghang Xia, Tucker A. Patterson, Huixiao Hong
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Biomolecules
Subjects:
molecular fingerprints
3D structural interaction fingerprints
machine learning
drug discovery
structure–activity relationships
protein–ligand interactions
Online Access:https://www.mdpi.com/2218-273X/14/1/72

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